{"id":"W2171773827","doi":"10.18438/b8n312","title":"Academic Libraries Should Consider Deselection of Some Electronic Books","year":2015,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collection development; Library science; Vendor; Computer science; Quality (philosophy); Relevance (law); Set (abstract data type); Library catalog; World Wide Web; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004226933,0.0001377178,0.0001396235,0.0003410261,0.0001229621,0.0008322264,0.0003875221,0.0001058406,0.000030782],"category_scores_gemma":[0.001313588,0.0001243581,0.00003181639,0.0007926433,0.00007680825,0.5153303,0.0002215902,0.0002890948,0.0000320012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001610395,"about_ca_system_score_gemma":0.001326157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002326526,"about_ca_topic_score_gemma":9.445418e-9,"domain_scores_codex":[0.9985985,0.0001545035,0.0004559013,0.0001648393,0.0003984594,0.0002277629],"domain_scores_gemma":[0.9980515,0.00112384,0.0003680105,0.0002101615,0.00007750685,0.0001690076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002450143,0.00001708842,0.0009368202,0.00003995365,0.00001568273,0.000001152341,0.0004551348,0.0001289273,0.00002916553,0.9742825,0.01549639,0.008352182],"study_design_scores_gemma":[0.0005518509,0.0003789462,0.001198943,0.0001208632,0.00001261467,0.00004761824,0.0003193955,0.01150587,0.02519192,0.02202671,0.9383773,0.0002679854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05126909,0.02524623,0.3366494,0.3927811,0.001727324,0.002230959,0.00001451109,0.003225726,0.1868556],"genre_scores_gemma":[0.8496131,0.00251081,0.03158895,0.1129815,0.0001560221,0.00006098685,0.00003304009,0.00001937263,0.003036197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9522558,"threshold_uncertainty_score":0.8025178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04220149422709354,"score_gpt":0.2668384258130175,"score_spread":0.224636931585924,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}